{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from icepyx import icesat2data as ipd\n",
    "import os\n",
    "import shutil\n",
    "from pprint import pprint\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "#make a data object\n",
    "short_name = 'ATL06'\n",
    "spatial_extent = [-138.3990209216774, 58.85936873949439,\\\n",
    "                  -137.44559547328527, 59.306828871347534]\n",
    "date_range = ['2018-10-14', '2020-06-16']\n",
    "data_range = ipd.Icesat2Data(short_name, spatial_extent, date_range)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 864x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "data_range.visualize_spatial_extent() #make sure we picked the right place\n",
    "#I think our region is too small to see though...\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Number of available granules': 70,\n",
       " 'Average size of granules (MB)': 4.264068085807144,\n",
       " 'Total size of all granules (MB)': 298.48476600649997}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_range.avail_granules() #search for available granules"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdin",
     "output_type": "stream",
     "text": [
      "Earthdata Login password:  ············\n"
     ]
    }
   ],
   "source": [
    "#Earthdata login: replace with your credentials\n",
    "earthdata_uid = 'mbbryant'\n",
    "email = 'm1bryant@ucsd.edu'\n",
    "data_range.earthdata_login(earthdata_uid, email)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'time': '2018-10-14T00:00:00,2020-06-16T23:59:59',\n",
       " 'bbox': '-138.3990209216774,58.85936873949439,-137.44559547328527,59.306828871347534'}"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_range.subsetparams() #see what subsetting condityions are currently set"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "data_range.order_vars.append(defaults=True) #I'm going to order all the default parameters for now\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total number of data order requests is  7  for  70  granules.\n",
      "Data request  1  of  7  is submitting to NSIDC\n",
      "order ID:  5000000701201\n",
      "Initial status of your order request at NSIDC is:  processing\n",
      "Your order status is still  processing  at NSIDC. Please continue waiting... this may take a few moments.\n",
      "Your order is:  complete_with_errors\n",
      "NSIDC provided these error messages:\n",
      "['177236006:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '177224220:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '177242237:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '177242502:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " 'PT6.800S',\n",
      " 'ICESAT2']\n",
      "Your order is: complete_with_errors\n",
      "Data request  2  of  7  is submitting to NSIDC\n",
      "order ID:  5000000701202\n",
      "Initial status of your order request at NSIDC is:  processing\n",
      "Your order status is still  processing  at NSIDC. Please continue waiting... this may take a few moments.\n",
      "Your order is:  complete_with_errors\n",
      "NSIDC provided these error messages:\n",
      "['177974762:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '177540460:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '177970001:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '177975062:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '177970606:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " 'PT6.767S',\n",
      " 'ICESAT2']\n",
      "Your order is: complete_with_errors\n",
      "Data request  3  of  7  is submitting to NSIDC\n",
      "order ID:  5000000701203\n",
      "Initial status of your order request at NSIDC is:  processing\n",
      "Your order status is still  processing  at NSIDC. Please continue waiting... this may take a few moments.\n",
      "Your order is:  complete_with_errors\n",
      "NSIDC provided these error messages:\n",
      "['178023897:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '178036397:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '178032184:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " 'PT8.313S',\n",
      " 'ICESAT2']\n",
      "Your order is: complete_with_errors\n",
      "Data request  4  of  7  is submitting to NSIDC\n",
      "order ID:  5000000701204\n",
      "Initial status of your order request at NSIDC is:  processing\n",
      "Your order status is still  processing  at NSIDC. Please continue waiting... this may take a few moments.\n",
      "Your order is:  complete_with_errors\n",
      "NSIDC provided these error messages:\n",
      "['178090988:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '178072519:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '178178712:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '178072337:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '178197116:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " 'PT6.651S',\n",
      " 'ICESAT2']\n",
      "Your order is: complete_with_errors\n",
      "Data request  5  of  7  is submitting to NSIDC\n",
      "order ID:  5000000701205\n",
      "Initial status of your order request at NSIDC is:  processing\n",
      "Your order status is still  processing  at NSIDC. Please continue waiting... this may take a few moments.\n",
      "Your order is:  complete_with_errors\n",
      "NSIDC provided these error messages:\n",
      "['178296649:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '178137233:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '178347860:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '178348449:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " 'PT6.380S',\n",
      " 'ICESAT2']\n",
      "Your order is: complete_with_errors\n",
      "Data request  6  of  7  is submitting to NSIDC\n",
      "order ID:  5000000701206\n",
      "Initial status of your order request at NSIDC is:  processing\n",
      "Your order status is still  processing  at NSIDC. Please continue waiting... this may take a few moments.\n",
      "Your order is:  complete_with_errors\n",
      "NSIDC provided these error messages:\n",
      "['178287127:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '178932986:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '178932715:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '179055464:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '179036530:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " 'PT8.606S',\n",
      " 'ICESAT2']\n",
      "Your order is: complete_with_errors\n",
      "Data request  7  of  7  is submitting to NSIDC\n",
      "order ID:  5000000701207\n",
      "Initial status of your order request at NSIDC is:  processing\n",
      "Your order status is still  processing  at NSIDC. Please continue waiting... this may take a few moments.\n",
      "Your order is:  complete_with_errors\n",
      "NSIDC provided these error messages:\n",
      "['178981086:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '179079200:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " '179007258:NoMatchingData - No data found that matched subset constraints. '\n",
      " 'Exit code 3.',\n",
      " 'PT8.416S',\n",
      " 'ICESAT2']\n",
      "Your order is: complete_with_errors\n"
     ]
    }
   ],
   "source": [
    "data_range.order_granules()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Beginning download of zipped output...\n",
      "Data request 5000000701201 of  7  order(s) is downloaded.\n",
      "Beginning download of zipped output...\n",
      "Data request 5000000701202 of  7  order(s) is downloaded.\n",
      "Beginning download of zipped output...\n",
      "Data request 5000000701203 of  7  order(s) is downloaded.\n",
      "Beginning download of zipped output...\n",
      "Data request 5000000701204 of  7  order(s) is downloaded.\n",
      "Beginning download of zipped output...\n",
      "Data request 5000000701205 of  7  order(s) is downloaded.\n",
      "Beginning download of zipped output...\n",
      "Data request 5000000701206 of  7  order(s) is downloaded.\n",
      "Beginning download of zipped output...\n",
      "Data request 5000000701207 of  7  order(s) is downloaded.\n",
      "Download complete\n"
     ]
    }
   ],
   "source": [
    "path = '/.download' #this will make a new folder. Do not use existing folder name, or it will be overwritten\n",
    "data_range.download_granules(path) #download to local download folder - can then be moved into desired folder"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/home/jovyan\n"
     ]
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
